models: v0.5.1

0.5.1 (2025-04-30)

Bug Fixes

• Adapt predict_step in model interface to pass on arguments for model classes (#281) (a5b2643)

graphs: v0.5.2

0.5.2 (2025-04-25)

Features

• graphs: add scale_resolutions arg (#188) (0ea0642)
• graphs: support edge indices sorting (#187) (1444083)

Bug Fixes

• graphs: rename zarr occurrences in anemoi-graphs (#273) (d0bafe9)

training: v0.4.0

0.4.0 (2025-04-16)

⚠ BREAKING CHANGES

• models,training: temporal interpolation (#153)
• config: Improved configuration and data structures (#79)

Features

• Add a CLI to dump the Hydra configuration files into a single YAML file. (#137) (ef1e76e)
• Add EarlyStopping Wrapper (#130) (21d06be)
• Add the possibility to train a model with a dry MLflow run ID (#164) (9849d21)
• config: Improved configuration and data structures (#79) (1f7812b)
• edge post-processor (#199) (1450de7)
• graphs: migrate edge builders to torch-cluster (#56) (f67da66)
• Kcrps (#182) (8bbe898)
• make colormaps configurable for groups of variable (#124) (83d72e1)
• mlflow: Make direct endpoint calls robust (#186) (77bd890)
• models,training: temporal interpolation (#153) (ea644ce)
• models: adding leaky boundings (#256) (426e860)
• training: Add initial TimeLimit callback (#115) (41ff583)

Bug Fixes

• --longtests not available (#200) (9dfec0a)
• Checkpoint path check for multiple tasks/GPUs training (#242) (449f8bd)
• configs,schemas: hierarchical schemas (#221) (2d4a54d)
• correct config comment regarding config_validation flag (#245) (d02e0bb)
• dataset schema too defined too strictly (#143) (4792ee1)
• datashader new release test (#104) (e9c0701)
• dry run forking (#260) (a32cccd)
• graphs,training: skip hidden attributes (#176) (468c45a)
• lam rollout (#213) (6f78387)
• pydantic schemas move (#228) (6bca9bc)
• remove pydantic schemas from checkpoint pickled objects (#237) (ecb945a)
• Rename model_run_ids as trajectory_ids (#216) (e5e942d)
• training,configs: update enc-dec config (#125) (beb8c69)
• training,schema: error when using ReweightedGraphNodeAttribute (#169) (a6313ef)
• training: added weights_only=False flag to torch.load to avoid crashes in torch 2.6 (#205) (02b5117)
• training: Rework Combined Loss (#103) (b63f1aa)
• update stretched.yaml config to be consistent with schema (#195) (21255ac)
• update to null and bump versions (#263) (b4507fb)
• updates to schemas to correct minor pydantic issues (#144) (4e51c17)

Documentation

• Add diagnostics to schema docs (#159) (42c5706)
• Add reference in training getting started guide for intersphinx (#220) (f1d5e1f)
• Add subheadings to schema doc page (#149) (d3c7de9)
• fix documentation to refer to anemoi datasets instead of zarr datasets (#154) (ad062b2)
• models: Docathon (#202) (5dba9d3)
• training: add ADR into docs/ (#168) (ee4da88)
• training: Docathon (#201) (e69430f)
• Update docs for kcrps. (#258) (79cbd1d)
• use new logo (#140) (c269cea)

models: v0.5.0

0.5.0 (2025-04-16)

⚠ BREAKING CHANGES

• models,training: temporal interpolation (#153)
• config: Improved configuration and data structures (#79)

Features

• config: Improved configuration and data structures (#79) (1f7812b)
• Kcrps (#182) (8bbe898)
• models,training: temporal interpolation (#153) (ea644ce)
• models: adding leaky boundings (#256) (426e860)

Bug Fixes

• pydantic schemas move (#228) (6bca9bc)

Documentation

• Add subheadings to schema doc page (#149) (d3c7de9)
• fix documentation to refer to anemoi datasets instead of zarr datasets (#154) (ad062b2)
• models: Docathon (#202) (5dba9d3)
• training: Docathon (#201) (e69430f)
• Update docs for kcrps. (#258) (79cbd1d)
• use new logo (#140) (c269cea)

graphs: v0.5.1

0.5.1 (2025-04-16)

Features

• edge post-processor (#199) (1450de7)

Bug Fixes

• graphs: drop torch_geometric < 2.5 dependency (#207) (bf6c8af)
• graphs: load graphs to cpu during inspection (#206) (bb82adf)
• graphs: torch_geometric version < 2.5 (#196) (843f944)
• pydantic schemas move (#228) (6bca9bc)

Documentation

• graphs: update graph docs to template (docathon) (#219) (ae4f1c5)
• training: Docathon (#201) (e69430f)

graphs: v0.5.0

0.5.0 (2025-03-17)

⚠ BREAKING CHANGES

• config: Improved configuration and data structures (#79)

Features

• config: Improved configuration and data structures (#79) (1f7812b)
• graphs: migrate edge builders to torch-cluster (#56) (f67da66)

Bug Fixes

• graphs: make exception agnostic of zarr version (#152) (f26adc9)
• graphs: support torch v2.6 (#122) (dfef377)

Documentation

• Add subheadings to schema doc page (#149) (d3c7de9)
• fix documentation to refer to anemoi datasets instead of zarr datasets (#154) (ad062b2)
• use new logo (#140) (c269cea)

models: v0.4.2

0.4.2 (2025-02-11)

Features

• make flash attention configurable (#60) (41fcab6)
• models: Copy Imputer (#72) (4690ed5)
• models: normalization layers (#47) (0e1c7c4)
• models: use num_layers of the processor in hierarchical graphs (#78) (7e080ed)

Bug Fixes

• bug in variables ordering in NormalizedReluBounding (#98) (f1cc2e6)
• cancel RTD builds on no change (#97) (36522d8)
• models: 74 imputer inference mode (#127) (0a9cfa7)
• normalise in place to reduce memory (#82) (40dd1a1)

Documentation

• Improve installation docs (#91) (0b5f8fb)
• point RTD to right subfolder (5a80cb6)
• Tidy for core (b24c521)

training: v0.3.3

0.3.3 (2025-02-05)

Features

• make flash attention configurable (#60) (41fcab6)
• Model Freezing ❄️ (#61) (54e42cf)
• models: normalization layers (#47) (0e1c7c4)

Bug Fixes

• cancel RTD builds on no change (#97) (36522d8)
• only load shards of grid into cpu mem if possible (#83) (abbef4b)
• pin dask version to 2024.12.1 (#94) (074c0f2)
• training: profiler 'Model Summary' works when sharding models over multiple GPUs (#90) (9d9e89a)
• update configs to avoid DeprecationWarning (#53) (3560290)

Documentation

• graphs: Refactor anemoi-graphs documentation (#49) (29942b6)
• Improve installation docs (#91) (0b5f8fb)
• point RTD to right subfolder (5a80cb6)
• Tidy for core (b24c521)

anemoi-graphs: v0.4.4

0.4.4 (2025-02-04)

Version fix.

Full Changelog: anemoi-graphs-0.4.3...anemoi-graphs-0.4.4

anemoi-graphs: v0.4.2.post546

0.4.2.post546 (2025-02-04)

What's Changed

Graphs

• feat(graphs,plots): expand support for multi-dimensional node attributes by @JPXKQX in #48
• feat(graphs): New Edge Attribute: AttributeFromNode by @icedoom888 in #62
• feat: support ReducedGaussianGridNodes by @JPXKQX in #54

Other Changes

• pre-commits-for-models-graphs-dev by @sahahner in #45
• ci(docs): bring ReadTheDocs CI pipeline by @JPXKQX in #73
• ci: Reinstantiate CI files by @JesperDramsch in #75
• ci: Propose release-please implementation by @JesperDramsch in #100

Full Changelog: anemoi-graphs-0.4.2...anemoi-graphs-0.4.3